Lijie Zhang

Predictive association between control measures and chikungunya fever incidence based on random forest and SHAP analysis

Background Using the 2025 Chikungunya fever (CHIK) outbreak in Chancheng District, Foshan City, this study applied a random forest (RF) regression model combined with SHapley Additive exPlanations (SHAP) to explore predictive associations, nonlinear relationships and potential th...